We draw a plot showing a total count of restaurants by neighborhood level in Las Vegas. As a result, we found the Strip has the most restaurants across all neighborhoods in Las Vegas.
We compared the proportion of Restaurants’ star ratings by neighborhood-level in Las Vegas. Star ratings are in scale of 1 to 5 and rated by Yelp Reviewers (i.e., consumers of restaurants).
Restaurant rating proportion is varied by each neighborhood in Las Vegas. However, proportion of restaurant ratings in two selected neighborhoods, The Strip and Downtown are somewhat similar. Downtown has average restaurant rate of 3.65 out of 5.00; The Strip has average restaurant rate of 3.32 out of 5.00. Also, Downtown has a higher proportion for restaurants rated as star 4 or above, comparing to the Strip, which mainly comprises of star 3-rated restaurants.
I selected alcohol selling option and ambiance as two main attributes to analyze their impacts on Restaurant Proportion/Rating in Old and New Las Vegas.
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